Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 0.233884 0.260636 0.290587 0.326883 0.370058 0.420261 0.483783
2025-07-27 0.201134 0.239189 0.286147 0.349685 0.435614 0.551309 0.725589
2025-08-03 0.176714 0.219802 0.276775 0.360523 0.486064 0.677985 1.019513
2025-08-10 0.155988 0.200231 0.261697 0.357814 0.514023 0.779629 1.330249
2025-08-17 0.136092 0.178334 0.238982 0.337922 0.508230 0.821804 1.557245
2025-08-24 0.122409 0.163282 0.223669 0.325972 0.511614 0.880510 1.862561
2025-08-31 0.113171 0.153529 0.214814 0.322546 0.528718 0.972610 2.336584
2025-09-07 0.106321 0.146538 0.209218 0.323406 0.553809 1.092998 3.041506
2025-09-14 0.097755 0.136067 0.196762 0.309885 0.546172 1.131329 3.513016
2025-09-21 0.090768 0.127488 0.186544 0.298976 0.541668 1.176923 4.105088
2025-09-28 0.085835 0.121782 0.180577 0.295252 0.552388 1.271592 5.165604
2025-10-05 0.085104 0.122768 0.186127 0.314864 0.623316 1.597435 8.986336
2025-10-12 0.083764 0.122796 0.190281 0.333136 0.699780 2.024976 18.025597
2025-10-19 0.081847 0.121715 0.192369 0.347663 0.773214 2.539433 42.889372
2025-10-26 0.079296 0.119321 0.191721 0.356006 0.832763 3.086520 128.201181
2025-11-02 0.075685 0.114781 0.186479 0.352720 0.854795 3.467989 424.813684
2025-11-09 0.070666 0.107423 0.175107 0.333075 0.816063 3.408163 692.485363
2025-11-16 0.066869 0.102057 0.167311 0.321331 0.802359 3.527876 2777.992176
2025-11-23 0.064220 0.098617 0.163097 0.317964 0.818080 3.914414 NaN
2025-11-30 0.062183 0.096166 0.160675 0.318804 0.850250 4.529449 NaN
2025-12-07 0.058985 0.091410 0.153191 0.305555 0.823831 4.539931 NaN
2025-12-14 0.056228 0.087353 0.146914 0.294863 0.805401 4.625644 NaN
2025-12-21 0.054282 0.084712 0.143419 0.291212 0.815208 5.076472 NaN